That's not really true. Smalltalk is text-based, too, but hides it behind an integrated source management system. When you edit a method in a Smalltalk IDE, then you edit TEXT. The text then gets compiled to typically some byte code which gets interpreted by the Smalltalk virtual machine (which also might have some way to convert it to machine code).
If the text of the source code is not available, then Smalltalk needs to disassemble the byte code. But the disassembled byte code is not equal to the original source.
The sources are EXTERNALLY kept as text, outside the running system.
Just download your favorite Squeak and check out the contents. There is a huge sources file and there is a changes file. Those are text files with the sources and its changes.
This is actually different from some Lisp system, where the source actually is data inside the running Lisp and the Lisp interpreter runs this data. If you edit this code, Lisp then presents you a structure editor, which works on this data - not on text. It's not what a typical Lisp system does today, but it is still a possibility. Xerox' Interlisp used to use a structure editor for Lisp source code as data and a source code management system based on that.
This is different from Smalltalk, where the 'Interpreter' runs compiled byte-code and the byte code is generated from source code, which is actually text and stored outside the Smalltalk image. The Smalltalk image has then source code management data, like an index in each method which points to its external source.
Typical Lisp systems are doing the same. They record the source code location for functions and other things. If you edit the source for a method in a typical Smalltalk environment, it will retrieve the text for the method and in a text editor you can edit the text then. In a typical Lisp environment, the Lisp system will present you the whole text file and just jump to the definition using the editor...